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オブジェクト検出

物体検出は、コンピュータビジョンにおいて重要なタスクの一つで、画像内に特定の物体を識別し、その位置を特定することを目指しています。このタスクでは、複数の物体を分類し、それらのバウンディングボックスを位置づけるアルゴリズムが使用され、自動運転、セキュリティ監視、医療画像解析などの分野で広く応用されており、実用的価値と研究的重要性が非常に高いです。

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7 モデル 合計

ベンチマーク

BDD100K val
COCO test-dev
COCO minival
COCO-O
EVA
COCO 2017 val
PASCAL VOC 2007
COCO 2017
RetinaNet
CrowdHuman (full body)
CPPE-5
LVIS v1.0 val
EVA
Manga109-s 15test
Waymo 2D detection all_ns f0val
PKU-DDD17-Car
GEN1 Detection
USB (Standard USB 1.0 protocol)
DSEC
SeaDronesSee
SFCHD
UA-DETRAC
ODinW Full-Shot 13 Tasks
AI-TOD
MSCOCO
UAVDT
NAO
PASCAL VOC 2012
TBBR
Swin-T (ImageNet-1k pretrain)
BigDetection val
PeopleArt
VisDrone-DET2019
EventPed
GRAZPEDWRI-DX
LVIS v1.0 minival
InOutDoor
iSAID
STCrowd
Waymo Open Dataset
WaterScenes
WiderPerson
KITTI Cars Easy
KITTI Cars Hard
India Driving Dataset
KITTI Cars Moderate
Visual Genome
MS COCO
FlickrLogos-32
VEDAI
OoDIS
Mask2Anomaly
Drone vs Bird
nuScenes
PASCAL VOC 10%
SA-Det-100k
SIXray
SpaceNet 2
IndustReal
COCO
DOTA
ODinW Full-shot 35 Tasks
OpenImages-v6
Pascal VOC to Clipart1K
MILA
10,000 People - Human Pose Recognition Data
A Dataset of Multispectral Potato Plants Images
A2D
AODRaw
AquaTrash
BDD100K
C2A: Human Detection in Disaster Scenarios
CISOL - Track A - TD-TSR
CISOL - Track B - TSR-only
CityPersons
Cityscapes to Foggy Cityscapes
Clipart1k
COCO+
COCO val2017
Comic2k
CrowdHuman
DeepTrash
Drinking Waste Classification
EVD4UAV
Extended TACO-1
Extended TACO-7
Extragalactic Planetary Nebulae
FLIR
GMOT-40
GQA
KITTI Cyclists Easy
KITTI Cyclists Hard
KITTI Cyclists Moderate
KITTI Pedestrians Easy
KITTI Pedestrians Hard
KITTI Pedestrians Moderate
LDD
LeukemiaAttri
LLVIP
LVIS v1.0
MAR20
MJU-Waste
MUSES: MUlti-SEnsor Semantic perception dataset
NII-CU MAPD
Objects365
PASCAL Part 2010 - Animals
PASCAL VOC
PASCAL VOC 2007 (15+5)
PASCAL VOC 2012 test
PASCAL VOC to Comic2k
PASCAL VOC to Watercolor2k
STN PLAD
SAR-AIRcraft-1.0
SHEL5K
Songdo Vision
SpaceNet 1
SUN-RGBD val
TexBiG 2022 test
TexBiG 2023 test
UAVVaste
VisDrone- 1% labeled data
VisDrone - 10% labeled data
VisDrone - 5% labeled data
Watercolor2k
Waymo 2D detection all_ns test
Manga109
ELEVATER
GLIP-T
Multispectral Dataset
TarDAL
PKU-DDD17-Car